An analysis of PTC NEXT 2026: Orbit, Jetstream, 12 AI agents, and whether 'Intelligent PLM' is a genuine architecture shift or a rebrand of the digital thread.
How the EU battery passport reshapes PLM: the data model, digital product passport schema, supply-chain traceability, and what engineering teams must build by 2027.
An engineer's 2026 comparison of Aras Innovator, Siemens Teamcenter, and PTC Windchill — data model, customization, cloud, and total cost of ownership.
Aras Innovator PLM architecture — server layers, ItemType modeling, low-code customization, deployment patterns, and Aras vs Teamcenter vs 3DEXPERIENCE.
Digital thread PLM architecture explained — connecting requirements, CAD, BOM, manufacturing, and field data into one traceable, closed-loop lifecycle.
RAG over CAD and BOM data for PLM knowledge retrieval — chunking strategies for engineering drawings, BOM graph embeddings, and a reference architecture proven in 2026 production.